{"id":"W3131488454","doi":"10.1016/s2468-1253(21)00010-8","title":"The ileoanal pouch: the next frontier in inflammatory bowel disease","year":2021,"lang":"en","type":"article","venue":"The Lancet. Gastroenterology & hepatology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Proctocolectomy; Ulcerative colitis; Pouch; Familial adenomatous polyposis; Inflammatory bowel disease; Ileostomy; Pouchitis; Colectomy; General surgery; Anastomosis; Gastroenterology; Internal medicine; Surgery; Disease; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002112616,0.0006443248,0.002224192,0.0009751391,0.0005574591,0.00358179,0.0008663215,0.005507386,0.004188981],"category_scores_gemma":[0.003087889,0.0004428836,0.0005589587,0.0007949114,0.003098282,0.005253571,0.001158079,0.006895925,0.001822722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225649,"about_ca_system_score_gemma":0.001918672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063403,"about_ca_topic_score_gemma":0.001673563,"domain_scores_codex":[0.9990758,0.0002589663,0.00007844497,0.00009267234,0.0003522079,0.0001419436],"domain_scores_gemma":[0.9971802,0.001290062,0.0003850326,0.0001419557,0.000562813,0.0004398229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001843974,0.0001718708,0.004742876,0.004221804,0.0002244178,0.001344146,0.0001867403,0.0005584371,0.005130715,0.05942085,0.2968645,0.6252896],"study_design_scores_gemma":[0.0004717488,0.0007329938,0.01297762,0.005732446,0.0002121111,0.006378773,0.001115823,0.0008549925,0.001183389,0.1209623,0.8492254,0.0001523427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001093817,0.9060299,0.0004357275,0.08279335,0.006809112,0.00000342431,0.00006177903,0.00002993787,0.002742908],"genre_scores_gemma":[0.02852811,0.9147249,0.0007199874,0.01759575,0.03486435,0.00001251513,0.00007576467,0.00002095814,0.003457725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005507386,"threshold_uncertainty_score":0.01401353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194671559323742,"score_gpt":0.23336212880793,"score_spread":0.2214154132146925,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}